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NeSy 2026 Conference

@nesyconf.org

20th International conference on Neurosymbolic Learning and Reasoning University of Lisbon, Lisbon, Portugal 1 to 4 September 2026 https://nesy-ai.org/ https://2026.nesyconf.org

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Latest posts by NeSy 2026 Conference @nesyconf.org

We have a great organising committee:
@catiapesquita.bsky.social , Alessandra Mileo, Cogan Shimizu and @andreapasserini.bsky.social 🀝

Reviewing will again be on Openreview, and publishing with PMLR

20.01.2026 15:38 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Call for Papers NeSy AI is the association for neurosymbolic Artificial Intelligence. It runs NeSy, the premier international conference on neural-symbolic learning and reasoning, yearly since 2005, with a focus on n...

πŸ¦•The 20th conference on Neurosymbolic AI will be in Lisbon, Portugal, September 1-4, 2026!

The CFP is out: 2026.nesyconf.org/call-for-pap... with two phases:
🚨 Deadline 1: Feb 24 (abstract), Mar 3 (full)
🚨 Deadline 2: Jun 9 (abstract), Jun 16 (full)

#neurosymbolic #NeSy2026

20.01.2026 15:35 πŸ‘ 6 πŸ” 3 πŸ’¬ 1 πŸ“Œ 1
Preview
NeSy conference The NeSy conference studies the integration of deep learning and symbolic AI, combining neural network-based statistical machine learning with knowledge representation and reasoning from symbolic appr...

Recordings of the NeSy 2025 keynotes are now available! πŸŽ₯

Check out insightful talks from @guyvdb.bsky.social, @tkipf.bsky.social and D McGuinness on our new Youtube channel www.youtube.com/@NeSyconfere...

Topics include using symbolic reasoning for LLM, and object-centric representations!

29.11.2025 08:21 πŸ‘ 7 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
Guy Van den Broeck - Symbolic Reasoning in the Age of Large Language Models
Guy Van den Broeck - Symbolic Reasoning in the Age of Large Language Models YouTube video by NeSy conference

I gave a keynote at @nesyconf.org on
"Symbolic Reasoning in the Age of Large Language Models"
Check out the recording if you are curious about neurosymbolic generative AI:
www.youtube.com/watch?v=Otmi...

29.10.2025 16:59 πŸ‘ 17 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Thanks Paco!

11.09.2025 12:56 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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🌊 Had an amazing time at NeSy 2025 @nesyconf.org in Santa Cruz! Very well-organized conference, great talks, inspiring discussion and of course enjoying the beautiful beach and Bay Area vibes. πŸ–οΈβœ¨

#NeSy2025 #neurosymbolicAI #SantaCruz

11.09.2025 07:00 πŸ‘ 7 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
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πŸ¦•NeSy 2025 is officially closed! Thanks again to everyone for attending this successful edition 😊

We will see you 1-4 September in another beautiful place: Lisbon! πŸ‡΅πŸ‡Ή
nesy-ai.org/conferences/...

11.09.2025 03:44 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 1
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Next, Octavio Arriaga discussed the importance of physics in learning algorithms, in particular in computer vision and robotics πŸ€–βš›οΈ

And @emilevankrieken.com introduced new work on reasoning shortcuts: Be aware of them when you apply your NeSy predictors ♻️!

10.09.2025 18:51 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Today, @yuqichengzhu.bsky.social opened the oral session with a beautiful talk on a Neurosymbolic extension of Retrieval Augmented Generation (RAG) with an argumentation framework

10.09.2025 18:50 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Good morning from the final day of NeSy 2025 πŸ¦•

Yesterday we had another successful poster session outside, just after the weather cleared up! 🌞

10.09.2025 18:49 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Now, Deborah McGuinness is giving her keynote talk, reflecting on how insights from her career can help grow the field of Neurosymbolic to where it should be:
At the top πŸš€

09.09.2025 21:15 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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We're glad to announce the NeSy 2025 Test of Time award for "Probabilistic Inference Modulo Theories"!

πŸ†Rodrigo de Salvo Braz was here to accept the award.

This is groundwork for recent NeSy approaches like DeepSeaProbLog and the probabilistic algebraic layer.

09.09.2025 21:11 πŸ‘ 5 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
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Good morning from day 2 at NeSy in Santa Cruz!

Starting with a nice oral session, such as studying how well neural networks learn boolean functions (with some surprising results!) and verifying NeSy models for robustness

@luislamb.bsky.social

09.09.2025 18:27 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Object representations can be used in different settings:
- Videos
- 3D modelling
- Robotic representations
This especially helps in the low-data regime!

09.09.2025 18:26 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Monday afternoon was @tkipf.bsky.social 's beautiful keynote!

Does object-centric representations still matter in the age of Generative AI where Transformers are key?

Yes - But it's not part of the architecture:

09.09.2025 18:25 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Behind all of these very nice methods are one central trick...

Circuits! βž•βœ–οΈ
These are tractable generative neural networks 😍

08.09.2025 17:36 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Did you know Neurosymbolic methods can beat 'the other's turf'?

Just use a 100x smaller LM with symbolic constraints integrated via Ctrl-G to wipe the floor with GPT!🧹
arxiv.org/abs/2406.13892
@guyvdb.bsky.social

08.09.2025 17:19 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Yes, we are planning to share the recordings after the conference!

08.09.2025 17:09 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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How can reverend Bayes help us to incorporate constraints?

With NeSy of course πŸ‘€ With applications in non-toxic LLM generation and safe AI driving!
@guyvdb.bsky.social

08.09.2025 17:08 πŸ‘ 1 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Now, @guyvdb.bsky.social is giving the opening keynote arguing why symbolic AI is still relevant in the age of LLMs...

With the help of Shrek!

08.09.2025 16:59 πŸ‘ 5 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Good morning from NeSy!

We are very happy to welcome you here in Santa Cruz, and are glad to announce the conference is growing πŸ“ˆ

Check out the thread below for live updates from the conference πŸ¦•

08.09.2025 16:58 πŸ‘ 6 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0

Yes, we hope to share the keynotes after the conference!

08.09.2025 16:56 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Our second keynote speaker is @tkipf.bsky.social, who will discuss object-centric representation learning!

Do objects need a special treatment for generative AI and world models? πŸ€” We will hear on Monday!

06.09.2025 20:50 πŸ‘ 8 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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It is almost time to welcome you all in Santa Cruz! πŸ¦•

We will start with an exciting and timely keynote by
@guyvdb.bsky.social
on "Symbolic Reasoning in the Age of Large Language Models" πŸ‘€

πŸ“† Full conference schedule: 2025.nesyconf.org/schedule/

05.09.2025 13:28 πŸ‘ 18 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
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We are excited to announce the kick-off of the OPTIMAS Γ— NeSy 2025 Hackathon!

Join OPTIMAS on Tuesday and Wednesday afternoon for more details (see 2025.nesyconf.org/schedule/)

hackathon.optimas.ai

04.09.2025 08:46 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

🚨 First Call for Participation – NeSy 2025
πŸ“ Sept 8–10 | Santa Cruz, CA
Join the longest-running conference on neurosymbolic AI!

Our keynote speakers:
@guyvdb.bsky.social
@tkipf.bsky.social
Deborah McGuinness
@garymarcus.bsky.social

More info πŸ‘‡

14.07.2025 17:52 πŸ‘ 11 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0
Call for US-Based Student & Early Career Researcher Travel Assistance 19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025, 8-10 September 2025, Santa Cruz, CA, USA)

πŸŽ“ Travel grants for US PhD students & ECRs β€” Apply by July 20
πŸ”— 2025.nesyconf.org/travel_grants/

πŸ’‘ Early registration ends Aug 7
πŸ”— 2025.nesyconf.org #NeSy2025 #NeuroSymbolicAI

14.07.2025 17:53 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

🚨 First Call for Participation – NeSy 2025
πŸ“ Sept 8–10 | Santa Cruz, CA
Join the longest-running conference on neurosymbolic AI!

Our keynote speakers:
@guyvdb.bsky.social
@tkipf.bsky.social
Deborah McGuinness
@garymarcus.bsky.social

More info πŸ‘‡

14.07.2025 17:52 πŸ‘ 11 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0
NeSy 2025 19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025, 8-10 September 2025, Santa Cruz, CA, USA)

⏳⏳⏳ One more day to the NeSy abstract submission! Don't miss it!

Full timeline at: 2025.nesyconf.org/call-for-pap...

29.05.2025 13:11 πŸ‘ 7 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
Preview
NeSy 2025 Conference Phase 2 Welcome to the OpenReview homepage for NeSy 2025 Conference Phase 2

10 more days until the abstract deadline of the second submission phase!

We accept:
- Regular full & short papers
- Extended abstracts of recently published papers
- Industry abstracts

Submit at openreview.net/group?id=nes...
CFP: 2025.nesyconf.org/call-for-pap...

21.05.2025 08:52 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0